Table Data - All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254204100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-06-01
Last Updated 2026-07-22 9:56 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 12.5317780598732
1990-02-01 12.5878437355779
1990-03-01 12.7457577833864
1990-04-01 12.6289294659453
1990-05-01 12.5993391900865
1990-06-01 12.5411671047631
1990-07-01 12.4407359516550
1990-08-01 12.3911375424818
1990-09-01 12.4355544786558
1990-10-01 12.4651276263209
1990-11-01 12.3668059294933
1990-12-01 12.3665153843736
1991-01-01 12.4334639448817
1991-02-01 12.4884922360664
1991-03-01 12.2432509019183
1991-04-01 12.3273351018245
1991-05-01 12.2007281966957
1991-06-01 12.2349264669304
1991-07-01 12.5417876870006
1991-08-01 12.4905470269566
1991-09-01 12.4419829895334
1991-10-01 12.1724956720536
1991-11-01 12.2610406683831
1991-12-01 12.3678972359424
1992-01-01 12.5329470300553
1992-02-01 12.3847255272084
1992-03-01 12.3369557053592
1992-04-01 12.2276678874877
1992-05-01 12.2069341145452
1992-06-01 12.2300882103955
1992-07-01 12.1458207650655
1992-08-01 12.0912661328502
1992-09-01 12.1475537913923
1992-10-01 12.1817770579262
1992-11-01 12.2515070926217
1992-12-01 12.1631968744608
1993-01-01 12.1300928898689
1993-02-01 11.9787765342554
1993-03-01 12.1357298560652
1993-04-01 12.2312968591540
1993-05-01 12.3134595822523
1993-06-01 12.2259546950216
1993-07-01 12.3496373564178
1993-08-01 12.2943016496856
1993-09-01 12.2506770801990
1993-10-01 12.7899792812848
1993-11-01 12.8474060904023
1993-12-01 12.8558265071999
1994-01-01 12.8223470631443
1994-02-01 12.7714844830712
1994-03-01 12.8357375053223
1994-04-01 12.9352995622140
1994-05-01 13.0221650165270
1994-06-01 13.0243628326717
1994-07-01 12.8475512973458
1994-08-01 12.9955620937662
1994-09-01 12.9544591285578
1994-10-01 13.0025510694994
1994-11-01 12.9497995545407
1994-12-01 12.9480211106245
1995-01-01 13.0129738473528
1995-02-01 13.0658379485553
1995-03-01 13.1289853558082
1995-04-01 13.4369515935728
1995-05-01 13.4263362754274
1995-06-01 13.5228776219848
1995-07-01 13.6472610415625
1995-08-01 13.5991101559168
1995-09-01 13.6649465978209
1995-10-01 13.7154551255233
1995-11-01 13.8487840295914
1995-12-01 13.8414952521055
1996-01-01 13.9039870870267
1996-02-01 14.0656014750051
1996-03-01 14.2211932231388
1996-04-01 13.9322198815755
1996-05-01 14.1238780368462
1996-06-01 14.0225352590374
1996-07-01 14.1498833081195
1996-08-01 14.3002673214526
1996-09-01 14.2814765069120
1996-10-01 14.3285682576807
1996-11-01 14.4514121560503
1996-12-01 14.5331380272552
1997-01-01 14.3912789769526
1997-02-01 14.3633359224980
1997-03-01 14.4136988328917
1997-04-01 14.4303279733257
1997-05-01 14.5195951849409
1997-06-01 14.6220198120831
1997-07-01 14.5559442790141
1997-08-01 14.6053322245529
1997-09-01 14.6953225800086
1997-10-01 14.6355195407577
1997-11-01 14.6555984719193
1997-12-01 14.7261716926996
1998-01-01 14.5797199401571
1998-02-01 14.6524521141514
1998-03-01 14.4092493661071
1998-04-01 14.4308999698667
1998-05-01 14.4220018856430
1998-06-01 14.5265861776421
1998-07-01 14.6549789539734
1998-08-01 14.6082213244775
1998-09-01 14.8037350097424
1998-10-01 14.8413493861995
1998-11-01 14.8675052939950
1998-12-01 14.8210961172816
1999-01-01 15.0658848422315
1999-02-01 15.3377829330032
1999-03-01 15.3053331187406
1999-04-01 14.5331090180253
1999-05-01 14.4243286927964
1999-06-01 14.4344770014427
1999-07-01 14.6540904961444
1999-08-01 14.7098378844627
1999-09-01 14.7062991610207
1999-10-01 14.3465595395060
1999-11-01 14.3776110173158
1999-12-01 14.5211073633404
2000-01-01 14.6559017533637
2000-02-01 14.5254590590947
2000-03-01 14.7034911007884
2000-04-01 14.2338822330805
2000-05-01 14.3206126813206
2000-06-01 14.2443859060938
2000-07-01 14.1464002678672
2000-08-01 14.2128361916415
2000-09-01 14.1072220512183
2000-10-01 14.1530909723519
2000-11-01 14.1898653414897
2000-12-01 14.1250545382549
2001-01-01 14.0486634557161
2001-02-01 14.0154583707341
2001-03-01 14.0031612725954
2001-04-01 14.1285892954585
2001-05-01 14.0118531510618
2001-06-01 13.9549985644576
2001-07-01 13.8384896727192
2001-08-01 13.8128744194845
2001-09-01 13.7073684253865
2001-10-01 13.8611524694971
2001-11-01 13.8022812365369
2001-12-01 13.9351812074052
2002-01-01 13.8451434426171
2002-02-01 13.7097774537020
2002-03-01 13.5968552386768
2002-04-01 13.5225737524289
2002-05-01 13.6016873224752
2002-06-01 13.5614043858217
2002-07-01 13.6278961969239
2002-08-01 13.6126110159345
2002-09-01 13.6102326909570
2002-10-01 13.5712508372617
2002-11-01 13.5128220213099
2002-12-01 13.5458845225698
2003-01-01 13.4474302294944
2003-02-01 13.5029518370350
2003-03-01 13.4915518366808
2003-04-01 13.4152052083557
2003-05-01 13.4911334035748
2003-06-01 13.5629934956078
2003-07-01 13.5210154331254
2003-08-01 13.5128713943602
2003-09-01 13.5139251188129
2003-10-01 13.5785901190125
2003-11-01 13.5163865724939
2003-12-01 13.5582958562075
2004-01-01 13.6539821096114
2004-02-01 13.6955519518920
2004-03-01 13.7888819768517
2004-04-01 13.7098742456717
2004-05-01 13.4837978775269
2004-06-01 13.5625798380486
2004-07-01 13.6129563294631
2004-08-01 13.6139855425727
2004-09-01 13.6146128786930
2004-10-01 13.5827150185069
2004-11-01 13.6204121697590
2004-12-01 13.5674252498799
2005-01-01 13.6628363599466
2005-02-01 13.6859562892758
2005-03-01 13.6902289677624
2005-04-01 13.7078710009290
2005-05-01 13.7814033531795
2005-06-01 13.7608963103094
2005-07-01 13.9034034908178
2005-08-01 13.9143974181926
2005-09-01 14.0084081536931
2005-10-01 13.9863343212451
2005-11-01 14.0231133120479
2005-12-01 13.9799518132727
2006-01-01 13.9759107065676
2006-02-01 13.9794467794156
2006-03-01 13.9868744371994
2006-04-01 14.0022800403722
2006-05-01 13.9811255580112
2006-06-01 13.9580668251375
2006-07-01 13.8965187242771
2006-08-01 13.9122856433421
2006-09-01 13.9036198694598
2006-10-01 13.7905569894870
2006-11-01 13.8279263630008
2006-12-01 13.6934288439595
2007-01-01 13.7853049041323
2007-02-01 13.7761850914783
2007-03-01 13.7811611343613
2007-04-01 13.6974099019985
2007-05-01 13.6764435462676
2007-06-01 13.7533373731831
2007-07-01 13.6950804067657
2007-08-01 13.6101588820539
2007-09-01 13.5986995220275
2007-10-01 13.5976051706655
2007-11-01 13.6299702018134
2007-12-01 13.7070327583589
2008-01-01 13.6934019878581
2008-02-01 13.7740570439398
2008-03-01 13.8743889496606
2008-04-01 13.7945052016014
2008-05-01 13.7687234194311
2008-06-01 13.6460541975911
2008-07-01 13.7972983377688
2008-08-01 13.7107133556516
2008-09-01 13.6983922671767
2008-10-01 13.4020030990619
2008-11-01 13.2322495149888
2008-12-01 13.1159514278950
2009-01-01 12.7953881490622
2009-02-01 12.5716136939552
2009-03-01 12.4697418116754
2009-04-01 12.3950655291715
2009-05-01 12.2658466633719
2009-06-01 12.1392421808280
2009-07-01 12.0003437237264
2009-08-01 12.0097622265416
2009-09-01 11.8965776746911
2009-10-01 11.9065006022584
2009-11-01 11.9352330245531
2009-12-01 11.8216107119479
2010-01-01 11.6925261427091
2010-02-01 11.6687690704956
2010-03-01 11.6651467002322
2010-04-01 11.6985870293072
2010-05-01 11.6675304679642
2010-06-01 11.7335205391191
2010-07-01 11.7042272570628
2010-08-01 11.7109097680078
2010-09-01 11.6978146591812
2010-10-01 11.7043205397024
2010-11-01 11.7355689615671
2010-12-01 11.7232328547569
2011-01-01 11.6874244539768
2011-02-01 11.6671866612274
2011-03-01 11.6666330515028
2011-04-01 11.6980883714949
2011-05-01 11.6715048162402
2011-06-01 11.6346526518723
2011-07-01 11.6079828848759
2011-08-01 11.6127019191605
2011-09-01 11.4966495742685
2011-10-01 11.5997921891082
2011-11-01 11.5329658623019
2011-12-01 11.5243071409633
2012-01-01 11.4776037402643
2012-02-01 11.5696650792284
2012-03-01 11.5683475075177
2012-04-01 11.5004067109631
2012-05-01 11.5744109505653
2012-06-01 11.5376321881787
2012-07-01 11.4134424546339
2012-08-01 11.4157030515179
2012-09-01 11.3963243985447
2012-10-01 11.2926486056925
2012-11-01 11.2267309444287
2012-12-01 11.2221962774307
2013-01-01 11.2701634530035
2013-02-01 11.2726504066239
2013-03-01 11.2711249570198
2013-04-01 11.2045063949989
2013-05-01 11.2797242146964
2013-06-01 11.2396604738740
2013-07-01 11.2172699104842
2013-08-01 11.2177034687766
2013-09-01 11.1943494896141
2013-10-01 11.1865655001488
2013-11-01 11.2207026812758
2013-12-01 11.1233366016442
2014-01-01 11.2603368827783
2014-02-01 11.2727888911966
2014-03-01 11.2729917593239
2014-04-01 11.3138060225990
2014-05-01 11.2849854990634
2014-06-01 11.2422241574905
2014-07-01 11.5204469067298
2014-08-01 11.6172389840310
2014-09-01 11.6923018418444
2014-10-01 11.6799882594487
2014-11-01 11.7147362648459
2014-12-01 11.7222339220023
2015-01-01 11.9544077436984
2015-02-01 11.8699941652302
2015-03-01 11.8784636443779
2015-04-01 11.8247023641075
2015-05-01 11.7933073059647
2015-06-01 11.7445422731067
2015-07-01 11.6207906278858
2015-08-01 11.6151083352919
2015-09-01 11.5861420050195
2015-10-01 11.5748210099656
2015-11-01 11.6079937541688
2015-12-01 11.5207758466813
2016-01-01 11.4481794055038
2016-02-01 11.2696905184535
2016-03-01 11.3867957203467
2016-04-01 11.5321311914500
2016-05-01 11.5002705732471
2016-06-01 11.4523350291403
2016-07-01 11.6209905683694
2016-08-01 11.5128598095254
2016-09-01 11.5824305970391
2016-10-01 11.5676104330790
2016-11-01 11.5976278728554
2016-12-01 11.6140474396856
2017-01-01 11.6454668456708
2017-02-01 11.4738336844292
2017-03-01 11.5935224081185
2017-04-01 11.5362438265043
2017-05-01 11.5101333490256
2017-06-01 11.5584100853983
2017-07-01 11.5226264188466
2017-08-01 11.4117618657214
2017-09-01 11.5792637601669
2017-10-01 11.6596964317371
2017-11-01 11.6888058667852
2017-12-01 11.7101039267635
2018-01-01 11.6434191199726
2018-02-01 11.7763719449117
2018-03-01 11.7953677738791
2018-04-01 11.7383583459461
2018-05-01 11.7134051839220
2018-06-01 11.7647734916604
2018-07-01 11.7270936921931
2018-08-01 11.7163310095707
2018-09-01 11.6811412116261
2018-10-01 11.7518291325894
2018-11-01 11.5804466807391
2018-12-01 11.7050768266334
2019-01-01 11.7428576439229
2019-02-01 11.7763390993824
2019-03-01 11.6932503426010
2019-04-01 11.7418671472120
2019-05-01 11.8145488103568
2019-06-01 11.7681741288884
2019-07-01 11.8319869570308
2019-08-01 11.8223663700567
2019-09-01 11.7817610589070
2019-10-01 11.7468553910683
2019-11-01 11.7769878004837
2019-12-01 11.8040362698232
2020-01-01 11.7432802965703
2020-02-01 11.7723769561020
2020-03-01 11.7853635731045
2020-04-01 10.2460533543791
2020-05-01 10.4117755559450
2020-06-01 10.6690772471553
2020-07-01 10.8417229247253
2020-08-01 10.8293692276813
2020-09-01 10.8838041245214
2020-10-01 10.8408576010649
2020-11-01 10.8742556741619
2020-12-01 10.9024233535448
2021-01-01 10.8488161639122
2021-02-01 10.9654909974050
2021-03-01 10.9794897401459
2021-04-01 11.0466467605993
2021-05-01 11.1104277914424
2021-06-01 11.0709891703020
2021-07-01 11.1486069620457
2021-08-01 11.2332989500752
2021-09-01 11.2847456904156
2021-10-01 11.4365298821408
2021-11-01 11.5745032989646
2021-12-01 11.6030270739372
2022-01-01 11.6533733636267
2022-02-01 11.6601169560368
2022-03-01 11.7746905747185
2022-04-01 11.8439044186539
2022-05-01 11.9068841085042
2022-06-01 11.9719672550966
2022-07-01 12.0570451537644
2022-08-01 12.1373399981794
2022-09-01 12.1849025383492
2022-10-01 12.2349829108895
2022-11-01 12.2755082082361
2022-12-01 12.3021940419455
2023-01-01 12.4578503769023
2023-02-01 12.5558525892640
2023-03-01 12.5695281918272
2023-04-01 12.5380119424713
2023-05-01 12.5046286775368
2023-06-01 12.6730527593171
2023-07-01 12.5630628688829
2023-08-01 12.5439655005006
2023-09-01 12.5860132376743
2023-10-01 12.5361994582614
2023-11-01 12.5772986797722
2023-12-01 12.6024649348495
2024-01-01 12.6570429740005
2024-02-01 12.6530358124049
2024-03-01 12.6595503849319
2024-04-01 12.5323919287246
2024-05-01 12.6002615671228
2024-06-01 12.5752125077210
2024-07-01 12.4715919112433
2024-08-01 12.5545364331720
2024-09-01 12.5901571101041
2024-10-01 12.6352794851480
2024-11-01 12.6780887230794
2024-12-01 12.6025194449962
2025-01-01 12.5558341449288
2025-02-01 12.5483109604178
2025-03-01 12.5473792580170
2025-04-01 12.5276083906605
2025-05-01 12.4982845066074
2025-06-01 12.3762654408343
2025-07-01 12.3790613133388
2025-08-01 12.3658356606697
2025-09-01 12.3950403419698
2025-10-01 12.4341842585736
2025-11-01 12.3798320399067
2025-12-01 12.4033434591224
2026-01-01 12.3538498616073
2026-02-01 12.4414214990802
2026-03-01 12.4386291609799
2026-04-01 12.5245333236878
2026-05-01 12.4971567408219
2026-06-01 12.5767153307257

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